Overview

Dataset statistics

Number of variables5
Number of observations106
Missing cells41
Missing cells (%)7.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.4 KiB
Average record size in memory42.2 B

Variable types

Numeric1
Categorical2
Text2

Dataset

Description인천광역시 동구 관내의 출판 및 인쇄업 현황 데이터로, 업종, 업체명, 업체소재지, 전화번호 등 항목을 제공하고 있습니다.
Author인천광역시 동구
URLhttps://www.data.go.kr/data/15115981/fileData.do

Alerts

연번 is highly overall correlated with 업종High correlation
업종 is highly overall correlated with 연번High correlation
전화번호 has 41 (38.7%) missing valuesMissing
연번 has unique valuesUnique

Reproduction

Analysis started2024-03-15 01:11:49.644329
Analysis finished2024-03-15 01:11:50.970164
Duration1.33 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct106
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.5
Minimum1
Maximum106
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2024-03-15T10:11:51.206211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile6.25
Q127.25
median53.5
Q379.75
95-th percentile100.75
Maximum106
Range105
Interquartile range (IQR)52.5

Descriptive statistics

Standard deviation30.743563
Coefficient of variation (CV)0.57464604
Kurtosis-1.2
Mean53.5
Median Absolute Deviation (MAD)26.5
Skewness0
Sum5671
Variance945.16667
MonotonicityStrictly increasing
2024-03-15T10:11:51.667688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.9%
81 1
 
0.9%
79 1
 
0.9%
78 1
 
0.9%
77 1
 
0.9%
76 1
 
0.9%
75 1
 
0.9%
74 1
 
0.9%
73 1
 
0.9%
72 1
 
0.9%
Other values (96) 96
90.6%
ValueCountFrequency (%)
1 1
0.9%
2 1
0.9%
3 1
0.9%
4 1
0.9%
5 1
0.9%
6 1
0.9%
7 1
0.9%
8 1
0.9%
9 1
0.9%
10 1
0.9%
ValueCountFrequency (%)
106 1
0.9%
105 1
0.9%
104 1
0.9%
103 1
0.9%
102 1
0.9%
101 1
0.9%
100 1
0.9%
99 1
0.9%
98 1
0.9%
97 1
0.9%

업종
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size976.0 B
출판사
70 
인쇄사
36 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row출판사
2nd row출판사
3rd row출판사
4th row출판사
5th row출판사

Common Values

ValueCountFrequency (%)
출판사 70
66.0%
인쇄사 36
34.0%

Length

2024-03-15T10:11:52.093096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:11:52.319995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
출판사 70
66.0%
인쇄사 36
34.0%

업체명
Text

Distinct92
Distinct (%)86.8%
Missing0
Missing (%)0.0%
Memory size976.0 B
2024-03-15T10:11:53.208246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length16.5
Mean length6.1132075
Min length1

Characters and Unicode

Total characters648
Distinct characters229
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique78 ?
Unique (%)73.6%

Sample

1st row환웅문화사
2nd row은정문화사
3rd row도서출판 KIM
4th row삼정
5th row해반
ValueCountFrequency (%)
도서출판 8
 
5.8%
신성사 2
 
1.5%
연 2
 
1.5%
단비기획 2
 
1.5%
햇빛과 2
 
1.5%
주)글소리 2
 
1.5%
베리즈 2
 
1.5%
야베스 2
 
1.5%
유림 2
 
1.5%
코퍼레이션 2
 
1.5%
Other values (103) 111
81.0%
2024-03-15T10:11:54.334753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
32
 
4.9%
인 25
 
3.9%
사 16
 
2.5%
( 13
 
2.0%
) 13
 
2.0%
스 12
 
1.9%
디 11
 
1.7%
자 11
 
1.7%
주 11
 
1.7%
출 11
 
1.7%
Other values (219) 493
76.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 526
81.2%
Lowercase Letter 44
 
6.8%
Space Separator 32
 
4.9%
Uppercase Letter 19
 
2.9%
Open Punctuation 13
 
2.0%
Close Punctuation 13
 
2.0%
Other Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
인 25
 
4.8%
사 16
 
3.0%
스 12
 
2.3%
디 11
 
2.1%
자 11
 
2.1%
주 11
 
2.1%
출 11
 
2.1%
판 11
 
2.1%
서 10
 
1.9%
기 10
 
1.9%
Other values (186) 398
75.7%
Lowercase Letter
ValueCountFrequency (%)
a 7
15.9%
e 6
13.6%
o 5
11.4%
r 4
9.1%
h 4
9.1%
n 3
6.8%
d 3
6.8%
m 2
 
4.5%
t 2
 
4.5%
g 1
 
2.3%
Other values (7) 7
15.9%
Uppercase Letter
ValueCountFrequency (%)
T 3
15.8%
H 2
10.5%
S 2
10.5%
I 2
10.5%
K 2
10.5%
W 2
10.5%
B 1
 
5.3%
G 1
 
5.3%
M 1
 
5.3%
R 1
 
5.3%
Other values (2) 2
10.5%
Space Separator
ValueCountFrequency (%)
32
100.0%
Open Punctuation
ValueCountFrequency (%)
( 13
100.0%
Close Punctuation
ValueCountFrequency (%)
) 13
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 526
81.2%
Latin 63
 
9.7%
Common 59
 
9.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
인 25
 
4.8%
사 16
 
3.0%
스 12
 
2.3%
디 11
 
2.1%
자 11
 
2.1%
주 11
 
2.1%
출 11
 
2.1%
판 11
 
2.1%
서 10
 
1.9%
기 10
 
1.9%
Other values (186) 398
75.7%
Latin
ValueCountFrequency (%)
a 7
 
11.1%
e 6
 
9.5%
o 5
 
7.9%
r 4
 
6.3%
h 4
 
6.3%
T 3
 
4.8%
n 3
 
4.8%
d 3
 
4.8%
m 2
 
3.2%
H 2
 
3.2%
Other values (19) 24
38.1%
Common
ValueCountFrequency (%)
32
54.2%
( 13
22.0%
) 13
22.0%
& 1
 
1.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 526
81.2%
ASCII 122
 
18.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
32
26.2%
( 13
10.7%
) 13
10.7%
a 7
 
5.7%
e 6
 
4.9%
o 5
 
4.1%
r 4
 
3.3%
h 4
 
3.3%
T 3
 
2.5%
n 3
 
2.5%
Other values (23) 32
26.2%
Hangul
ValueCountFrequency (%)
인 25
 
4.8%
사 16
 
3.0%
스 12
 
2.3%
디 11
 
2.1%
자 11
 
2.1%
주 11
 
2.1%
출 11
 
2.1%
판 11
 
2.1%
서 10
 
1.9%
기 10
 
1.9%
Other values (186) 398
75.7%

업체소재지(동)
Categorical

Distinct7
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size976.0 B
인천광역시 동구 송림동
42 
인천광역시 동구 송현동
27 
인천광역시 동구 금곡동
18 
인천광역시 동구 화수동
7 
인천광역시 동구 창영동
6 
Other values (2)
6 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인천광역시 동구 화수동
2nd row인천광역시 동구 송현동
3rd row인천광역시 동구 송림동
4th row인천광역시 동구 금곡동
5th row인천광역시 동구 송림동

Common Values

ValueCountFrequency (%)
인천광역시 동구 송림동 42
39.6%
인천광역시 동구 송현동 27
25.5%
인천광역시 동구 금곡동 18
17.0%
인천광역시 동구 화수동 7
 
6.6%
인천광역시 동구 창영동 6
 
5.7%
인천광역시 동구 화평동 4
 
3.8%
인천광역시 동구 만석동 2
 
1.9%

Length

2024-03-15T10:11:54.627899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:11:54.912946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인천광역시 106
33.3%
동구 106
33.3%
송림동 42
 
13.2%
송현동 27
 
8.5%
금곡동 18
 
5.7%
화수동 7
 
2.2%
창영동 6
 
1.9%
화평동 4
 
1.3%
만석동 2
 
0.6%

전화번호
Text

MISSING 

Distinct54
Distinct (%)83.1%
Missing41
Missing (%)38.7%
Memory size976.0 B
2024-03-15T10:11:55.731195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.015385
Min length9

Characters and Unicode

Total characters781
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique43 ?
Unique (%)66.2%

Sample

1st row032-761-3496
2nd row032-762-9318
3rd row032-588-0170
4th row032-773-3402
5th row032-765-7984
ValueCountFrequency (%)
032-764-1028 2
 
3.1%
032-883-5858 2
 
3.1%
032-773-5823 2
 
3.1%
032-207-9310 2
 
3.1%
032-773-1335 2
 
3.1%
032-773-3711 2
 
3.1%
032-508-2912 2
 
3.1%
032-881-4380 2
 
3.1%
032-885-4252 2
 
3.1%
032-773-3402 2
 
3.1%
Other values (44) 45
69.2%
2024-03-15T10:11:57.178388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 129
16.5%
3 106
13.6%
0 98
12.5%
2 96
12.3%
7 79
10.1%
8 77
9.9%
5 47
 
6.0%
1 45
 
5.8%
6 36
 
4.6%
9 36
 
4.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 652
83.5%
Dash Punctuation 129
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 106
16.3%
0 98
15.0%
2 96
14.7%
7 79
12.1%
8 77
11.8%
5 47
7.2%
1 45
6.9%
6 36
 
5.5%
9 36
 
5.5%
4 32
 
4.9%
Dash Punctuation
ValueCountFrequency (%)
- 129
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 781
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 129
16.5%
3 106
13.6%
0 98
12.5%
2 96
12.3%
7 79
10.1%
8 77
9.9%
5 47
 
6.0%
1 45
 
5.8%
6 36
 
4.6%
9 36
 
4.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 781
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 129
16.5%
3 106
13.6%
0 98
12.5%
2 96
12.3%
7 79
10.1%
8 77
9.9%
5 47
 
6.0%
1 45
 
5.8%
6 36
 
4.6%
9 36
 
4.6%

Interactions

2024-03-15T10:11:50.051211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T10:11:57.394319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업종업체명업체소재지(동)전화번호
연번1.0000.9960.0000.1710.000
업종0.9961.0000.0000.2540.000
업체명0.0000.0001.0001.0001.000
업체소재지(동)0.1710.2541.0001.0001.000
전화번호0.0000.0001.0001.0001.000
2024-03-15T10:11:57.669137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
업종업체소재지(동)
업종1.0000.264
업체소재지(동)0.2641.000
2024-03-15T10:11:57.910235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업종업체소재지(동)
연번1.0000.9060.091
업종0.9061.0000.264
업체소재지(동)0.0910.2641.000

Missing values

2024-03-15T10:11:50.318927image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T10:11:50.847911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

연번업종업체명업체소재지(동)전화번호
01출판사환웅문화사인천광역시 동구 화수동032-761-3496
12출판사은정문화사인천광역시 동구 송현동032-762-9318
23출판사도서출판 KIM인천광역시 동구 송림동032-588-0170
34출판사삼정인천광역시 동구 금곡동032-773-3402
45출판사해반인천광역시 동구 송림동032-765-7984
56출판사씨엠하우스인천광역시 동구 금곡동032-772-9594
67출판사WIT컨설팅인천광역시 동구 송림동032-589-0569
78출판사음악사랑인천광역시 동구 송현동<NA>
89출판사Good Way인천광역시 동구 송현동032-588-1811
910출판사이레디자인(주)인천광역시 동구 화평동032-764-1028
연번업종업체명업체소재지(동)전화번호
9697인쇄사연인천광역시 동구 송현동<NA>
9798인쇄사(주)혜성디자인 동구지점인천광역시 동구 송림동032-508-2912
9899인쇄사(주)글소리인천광역시 동구 송현동032-883-5858
99100인쇄사서해디자인인천광역시 동구 화수동032-773-5823
100101인쇄사베리즈 코퍼레이션인천광역시 동구 송현동<NA>
101102인쇄사한결인천광역시 동구 송림동<NA>
102103인쇄사경인문화교육콘텐츠 사회적협동조합인천광역시 동구 송현동<NA>
103104인쇄사라우드디자인인천광역시 동구 송현동<NA>
104105인쇄사주식회사 스쿨디인천광역시 동구 송현동<NA>
105106인쇄사대한DH인천광역시 동구 송현동032-764-0107